[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-ChromeDevTools-debug-optimize-lcp-en":3,"guides-for-ChromeDevTools-debug-optimize-lcp":509,"similar-k17epm9sry450r4jfxjz5hxsxh86nt1m-en":510},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":265,"isFallback":261,"parentExtension":270,"providers":326,"relations":330,"repo":331,"tags":506,"workflow":507},1778683762612.124,"k17epm9sry450r4jfxjz5hxsxh86nt1m",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Guides debugging and optimizing Largest Contentful Paint (LCP) using Chrome DevTools MCP tools. Use this skill whenever the user asks about LCP performance, slow page loads, Core Web Vitals optimization, or wants to understand why their page's main content takes too long to appear. Also use when the user mentions \"largest contentful paint\", \"page load speed\", \"CWV\", or wants to improve how fast their hero image or main content renders.",{"claudeCode":12},"ChromeDevTools/chrome-devtools-mcp","debug-optimize-lcp","https://github.com/ChromeDevTools/chrome-devtools-mcp",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":244,"workflow":263},1778683914260.786,"kn7fjvnmyymbbbpx4k3mmks39x86n59g","en",{"checks":20,"evaluatedAt":197,"extensionSummary":198,"features":199,"nonGoals":206,"practices":210,"prerequisites":211,"promptVersionExtension":215,"promptVersionScoring":216,"purpose":217,"rationale":218,"score":219,"summary":220,"tags":221,"targetMarket":227,"tier":228,"useCases":229,"workflow":234},[21,26,29,32,36,39,43,47,50,53,57,61,64,68,71,74,77,80,83,86,90,94,98,102,106,109,113,117,121,124,127,130,134,137,140,144,148,151,154,158,162,165,168,171,175,178,181,184,187,190,194],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the problem of debugging and optimizing Largest Contentful Paint (LCP) performance, including specific user queries and pain points related to slow page loads and Core Web Vitals.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill leverages Chrome DevTools MCP tools to provide detailed LCP breakdown, element identification, network waterfall analysis, and script auditing, which goes beyond standard LLM capabilities for performance analysis.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill provides a complete workflow for debugging LCP, from recording traces to analyzing insights and verifying fixes, covering the full lifecycle of performance optimization.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The extension focuses solely on debugging and optimizing Largest Contentful Paint (LCP) performance using Chrome DevTools, without extending into unrelated domains.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the skill's capabilities and provides clear triggers for its use, aligning well with the provided documentation.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The skill uses narrow, specialized tools like `performance_analyze_insight`, `evaluate_script`, and `list_network_requests` for specific debugging tasks, rather than a single generalist tool.",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","The SKILL.md documentation clearly outlines the debugging workflow, tool usage, and optimization strategies. Parameters for tools are implicitly defined by their usage within the scripts and tool calls.",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","Tool names like `performance_start_trace`, `evaluate_script`, and `list_network_requests` are descriptive and specific to the domain of web performance analysis.",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","The tool parameters and expected outputs are well-defined within the context of the debugging workflow, requesting only necessary data for LCP analysis and returning specific insights.",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","The extension is licensed under the Apache-2.0 license, which is a permissive open-source license.",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","The repository shows recent commits within the last 3 months, indicating active maintenance.",{"category":58,"check":62,"severity":24,"summary":63},"Dependency Management","The project uses npm and appears to have a lockfile, suggesting good dependency management practices.",{"category":65,"check":66,"severity":24,"summary":67},"Security","Secret Management","The skill does not appear to handle or expose any secrets, as it focuses on browser performance analysis.",{"category":65,"check":69,"severity":24,"summary":70},"Injection","The `evaluate_script` tool is used with specific JavaScript snippets, reducing the risk of arbitrary code execution. The skill does not fetch external content as instructions.",{"category":65,"check":72,"severity":24,"summary":73},"Transitive Supply-Chain Grenades","The skill relies on bundled JavaScript snippets and local Chrome DevTools MCP tools, avoiding runtime downloads of unverified content.",{"category":65,"check":75,"severity":24,"summary":76},"Sandbox Isolation","The skill operates within the confines of Chrome DevTools and browser automation, with no indication of attempting to modify files outside its scope.",{"category":65,"check":78,"severity":24,"summary":79},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were detected in the skill's logic.",{"category":65,"check":81,"severity":24,"summary":82},"Data Exfiltration","The skill focuses on browser performance data and does not appear to exfiltrate confidential user data to third parties.",{"category":65,"check":84,"severity":24,"summary":85},"Hidden Text Tricks","The bundled content and documentation appear to be free of hidden steering tricks or obfuscated instructions.",{"category":87,"check":88,"severity":24,"summary":89},"Hooks","Opaque code execution","The JavaScript snippets used with `evaluate_script` are plain and readable, with no signs of obfuscation or base64-encoded payloads.",{"category":91,"check":92,"severity":24,"summary":93},"Portability","Structural Assumption","The skill primarily interacts with the browser via the MCP tools, making minimal assumptions about the user's project structure beyond what's needed for browser navigation.",{"category":95,"check":96,"severity":24,"summary":97},"Trust","Issues Attention","The repository shows a healthy ratio of closed to open issues in the last 90 days, indicating active engagement from maintainers.",{"category":99,"check":100,"severity":24,"summary":101},"Version","Release Management","The project has meaningful versioning indicated by the npm package and a CHANGELOG.md file.",{"category":103,"check":104,"severity":24,"summary":105},"Execution","Validation","Input arguments to the MCP tools and script execution are implicitly validated by the Chrome DevTools MCP framework itself, which expects specific schemas.",{"category":65,"check":107,"severity":24,"summary":108},"Unguarded Destructive Operations","The skill is primarily analytical and does not perform destructive operations on the user's system.",{"category":110,"check":111,"severity":24,"summary":112},"Code Execution","Error Handling","The Chrome DevTools MCP framework likely handles errors from browser interactions, and the skill logic itself is designed to report specific performance insights rather than failing opaquely.",{"category":110,"check":114,"severity":115,"summary":116},"Logging","not_applicable","The skill is analytical and does not perform destructive actions or outbound calls that would require local audit logging.",{"category":118,"check":119,"severity":24,"summary":120},"Compliance","GDPR","The skill focuses on LCP performance metrics and does not appear to operate on or submit personal data.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The skill is focused on web performance analysis using standard browser tools and has no regional or jurisdictional limitations.",{"category":91,"check":125,"severity":24,"summary":126},"Runtime stability","The skill relies on the Chrome DevTools MCP framework, which is designed for cross-platform compatibility with Chrome.",{"category":44,"check":128,"severity":24,"summary":129},"README","The README provides comprehensive information about the project, its features, disclaimers, and installation instructions.",{"category":33,"check":131,"severity":132,"summary":133},"Tool surface size","info","The skill utilizes a subset of the available Chrome DevTools MCP tools, focusing on performance and debugging, resulting in a moderate tool surface size.",{"category":40,"check":135,"severity":24,"summary":136},"Overlapping near-synonym tools","The tools used by this skill, such as performance analysis and network request listing, are distinct and do not appear to have overlapping near-synonym names.",{"category":44,"check":138,"severity":24,"summary":139},"Phantom features","All advertised features, such as LCP debugging and performance insights, are implemented and supported by the tools described in the SKILL.md and README.",{"category":141,"check":142,"severity":24,"summary":143},"Install","Installation instruction","The README provides clear installation instructions, including MCP client configuration snippets and example prompts for verification.",{"category":145,"check":146,"severity":24,"summary":147},"Errors","Actionable error messages","The skill and underlying MCP framework are expected to provide actionable error messages for performance analysis failures, guiding users on remediation.",{"category":103,"check":149,"severity":24,"summary":150},"Pinned dependencies","The project uses npm and has a lockfile, indicating that dependencies are pinned, and the scripts use standard interpreters with appropriate shebangs.",{"category":33,"check":152,"severity":115,"summary":153},"Dry-run preview","The skill is primarily analytical and does not perform state-changing operations that would require a dry-run mode.",{"category":155,"check":156,"severity":24,"summary":157},"Protocol","Idempotent retry & timeouts","The underlying MCP framework likely handles timeouts and retries for browser interactions, and the skill's operations are read-only, minimizing the need for explicit idempotency.",{"category":118,"check":159,"severity":160,"summary":161},"Telemetry opt-in","warning","The README indicates that usage statistics collection is enabled by default and can be opted out using a flag, which is not strictly opt-in.",{"category":40,"check":163,"severity":24,"summary":164},"Precise Purpose","The skill's purpose is precisely defined, detailing what it does (guides LCP debugging) and when to use it (specific LCP-related queries), with clear boundaries.",{"category":40,"check":166,"severity":24,"summary":167},"Concise Frontmatter","The frontmatter in SKILL.md is concise and effectively summarizes the core capability of guiding LCP debugging, followed by trigger phrases.",{"category":44,"check":169,"severity":24,"summary":170},"Concise Body","The SKILL.md body is concise, detailing the workflow and optimization strategies, with references to separate files for deeper material.",{"category":172,"check":173,"severity":24,"summary":174},"Context","Progressive Disclosure","The skill uses progressive disclosure by linking to separate markdown files in the `references/` directory for LCP breakdown, snippets, and optimization strategies.",{"category":172,"check":176,"severity":115,"summary":177},"Forked exploration","The skill's workflow is investigative but does not involve deep code review or extensive multi-file inspection that would necessitate `context: fork`.",{"category":22,"check":179,"severity":24,"summary":180},"Usage examples","The SKILL.md provides clear step-by-step instructions and references to scripts, effectively serving as ready-to-use examples for the debugging workflow.",{"category":22,"check":182,"severity":24,"summary":183},"Edge cases","The documentation implicitly handles edge cases by outlining common pitfalls and providing specific optimization strategies tied to identified bottlenecks.",{"category":110,"check":185,"severity":115,"summary":186},"Tool Fallback","The skill relies solely on the Chrome DevTools MCP framework and does not have external tool dependencies that would require a fallback.",{"category":91,"check":188,"severity":24,"summary":189},"Stack assumptions","The skill assumes Node.js and a compatible Chrome version, which are clearly stated as requirements in the README.",{"category":191,"check":192,"severity":24,"summary":193},"Safety","Halt on unexpected state","The documentation describes a structured debugging workflow that implies halting and reporting if certain conditions are not met, guiding the user through recovery steps.",{"category":91,"check":195,"severity":24,"summary":196},"Cross-skill coupling","The skill is self-contained and focuses exclusively on LCP optimization using the Chrome DevTools MCP tools, without relying on or implicitly coupling with other skills.",1778683913988,"This skill guides users through debugging and optimizing Largest Contentful Paint (LCP) performance using Chrome DevTools MCP tools. It provides a step-by-step workflow to analyze LCP subparts, identify bottleneck elements, inspect network requests, and audit common issues, offering specific optimization strategies.",[200,201,202,203,204,205],"Guides debugging of LCP performance","Analyzes LCP subparts (TTFB, resource load delay/duration, render delay)","Identifies LCP elements and their attributes","Inspects network waterfall for resource loading issues","Audits common LCP-related issues like lazy loading and render-blocking scripts","Provides prioritized optimization strategies",[207,208,209],"Optimizing other Core Web Vitals (FID, CLS) directly","General website debugging beyond LCP performance","Automating website content creation or SEO analysis",[],[212,213,214],"Node.js v20.19+ or newer LTS","Google Chrome current stable version or newer","npm","3.0.0","4.4.0","To help users identify and resolve Largest Contentful Paint (LCP) performance issues by leveraging Chrome DevTools for detailed analysis and actionable insights.","The extension demonstrates excellent documentation, a clear purpose, and a robust workflow using specialized tools. The only minor finding relates to telemetry opt-out.",97,"A highly polished and effective skill for diagnosing and optimizing Largest Contentful Paint performance.",[222,223,224,225,226],"performance","debugging","web","chrome","devtools","global","community",[230,231,232,233],"When users ask about LCP performance or slow page loads","When users want to optimize Core Web Vitals","When users need to understand why their page's main content renders slowly","When users mention 'largest contentful paint', 'page load speed', or 'CWV'",[235,236,237,238,239,240,241,242,243],"Navigate to the target URL.","Start a performance trace with reload.","Analyze LCP insights from the trace.","Identify the LCP element using a script.","Check the network waterfall for the LCP resource.","Inspect HTML for common issues using a script.","Apply prioritized optimization strategies based on identified bottlenecks.","Verify fixes by re-running the trace and comparing results.","Emulate slower network/CPU conditions for final testing.",{"codeQuality":245,"collectedAt":247,"documentation":248,"maintenance":251,"popularity":257,"security":259,"testCoverage":262},{"hasLockfile":246},true,1778683892461,{"descriptionLength":249,"readmeSize":250},439,32903,{"closedIssues90d":252,"forks":253,"hasChangelog":246,"openIssues90d":254,"pushedAt":255,"stars":256},105,2504,38,1778676021000,39452,{"npmDownloads":258},6163267,{"hasNpmPackage":246,"license":260,"smitheryVerified":261},"Apache-2.0",false,{"hasCi":246,"hasTests":246},{"updatedAt":264},1778683914260,{"basePath":266,"githubOwner":267,"githubRepo":268,"locale":18,"slug":13,"type":269},"skills/debug-optimize-lcp","ChromeDevTools","chrome-devtools-mcp","skill",{"_creationTime":271,"_id":272,"community":273,"display":274,"identity":278,"parentExtension":281,"providers":313,"relations":321,"tags":322,"workflow":323},1778683762612.123,"k17evynnzmmag96rw4rpybyydx86m0py",{"reviewCount":8},{"description":275,"installMethods":276,"name":277,"sourceUrl":14},"Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer",{"claudeCode":268},"Chrome DevTools MCP",{"basePath":279,"githubOwner":267,"githubRepo":268,"locale":18,"slug":268,"type":280},"","plugin",{"_creationTime":282,"_id":283,"community":284,"display":285,"identity":289,"providers":291,"relations":307,"tags":309,"workflow":310},1778683762612.1228,"k1718stvkzt1rg0y1vknsm38zx86m2r6",{"reviewCount":8},{"description":286,"installMethods":287,"name":288,"sourceUrl":14},"Bundled plugins for actuating and debugging the Chrome browser.",{"claudeCode":12},"Chrome DevTools for Agents",{"basePath":279,"githubOwner":267,"githubRepo":268,"locale":18,"slug":268,"type":290},"marketplace",{"evaluate":292,"extract":299},{"promptVersionExtension":293,"promptVersionScoring":216,"score":294,"tags":295,"targetMarket":227,"tier":228},"3.1.0",95,[296,223,297,225,226,298],"browser-automation","performance-analysis","puppeteer",{"commitSha":300,"license":260,"marketplace":301,"plugin":305},"HEAD",{"name":302,"pluginCount":303,"version":304},"chrome-devtools-plugins",1,"0.26.0",{"mcpCount":8,"provider":306,"skillCount":8},"classify",{"repoId":308},"kd7an8ppnz1q2np9tc5yw4qenn86mg6h",[296,225,223,226,297,298],{"evaluatedAt":311,"extractAt":312,"updatedAt":311},1778683809544,1778683762612,{"evaluate":314,"extract":318},{"promptVersionExtension":215,"promptVersionScoring":216,"score":294,"tags":315,"targetMarket":227,"tier":228},[225,226,298,316,223,222,317],"automation","network",{"commitSha":300,"license":260,"plugin":319},{"mcpCount":8,"provider":306,"skillCount":320},6,{"parentExtensionId":283,"repoId":308},[316,225,223,226,317,222,298],{"evaluatedAt":324,"extractAt":312,"updatedAt":325},1778683836724,1778684096135,{"evaluate":327,"extract":329},{"promptVersionExtension":215,"promptVersionScoring":216,"score":219,"tags":328,"targetMarket":227,"tier":228},[222,223,224,225,226],{"commitSha":300,"license":260},{"parentExtensionId":272,"repoId":308},{"_creationTime":332,"_id":308,"identity":333,"providers":334,"workflow":501},1778683755605.5256,{"githubOwner":267,"githubRepo":268,"sourceUrl":14},{"classify":335,"discover":490,"extract":493,"github":494,"npm":500},{"commitSha":300,"extensions":336},[337,350,373,384,392,402,415,429,437],{"basePath":279,"description":286,"displayName":302,"installMethods":338,"rationale":339,"selectedPaths":340,"source":349,"sourceLanguage":18,"type":290},{"claudeCode":12},"marketplace.json at .claude-plugin/marketplace.json",[341,344,346],{"path":342,"priority":343},".claude-plugin/marketplace.json","mandatory",{"path":345,"priority":343},"README.md",{"path":347,"priority":348},"LICENSE","high","rule",{"basePath":279,"description":275,"displayName":268,"installMethods":351,"rationale":352,"selectedPaths":353,"source":349,"sourceLanguage":18,"type":280},{"claudeCode":268},"plugin manifest at .claude-plugin/plugin.json (coalesced with duplicate plugin at .github/plugin)",[354,356,357,358,361,363,365,367,369,371],{"path":355,"priority":343},".claude-plugin/plugin.json",{"path":345,"priority":343},{"path":347,"priority":348},{"path":359,"priority":360},"skills/a11y-debugging/SKILL.md","medium",{"path":362,"priority":360},"skills/chrome-devtools/SKILL.md",{"path":364,"priority":360},"skills/chrome-devtools-cli/SKILL.md",{"path":366,"priority":360},"skills/debug-optimize-lcp/SKILL.md",{"path":368,"priority":360},"skills/memory-leak-debugging/SKILL.md",{"path":370,"priority":360},"skills/troubleshooting/SKILL.md",{"path":372,"priority":343},".mcp.json",{"basePath":374,"description":375,"displayName":376,"installMethods":377,"rationale":378,"selectedPaths":379,"source":349,"sourceLanguage":18,"type":269},"skills/a11y-debugging","Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines. Use when testing semantic HTML, ARIA labels, focus states, keyboard navigation, tap targets, and color contrast.","a11y-debugging",{"claudeCode":12},"SKILL.md frontmatter at skills/a11y-debugging/SKILL.md",[380,382],{"path":381,"priority":343},"SKILL.md",{"path":383,"priority":360},"references/a11y-snippets.md",{"basePath":385,"description":386,"displayName":387,"installMethods":388,"rationale":389,"selectedPaths":390,"source":349,"sourceLanguage":18,"type":269},"skills/chrome-devtools","Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when debugging web pages, automating browser interactions, analyzing performance, or inspecting network requests. This skill does not apply to `--slim` mode (MCP configuration).","chrome-devtools",{"claudeCode":12},"SKILL.md frontmatter at skills/chrome-devtools/SKILL.md",[391],{"path":381,"priority":343},{"basePath":393,"description":394,"displayName":395,"installMethods":396,"rationale":397,"selectedPaths":398,"source":349,"sourceLanguage":18,"type":269},"skills/chrome-devtools-cli","Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.","chrome-devtools-cli",{"claudeCode":12},"SKILL.md frontmatter at skills/chrome-devtools-cli/SKILL.md",[399,400],{"path":381,"priority":343},{"path":401,"priority":360},"references/installation.md",{"basePath":266,"description":10,"displayName":13,"installMethods":403,"rationale":404,"selectedPaths":405,"source":349,"sourceLanguage":18,"type":269},{"claudeCode":12},"SKILL.md frontmatter at skills/debug-optimize-lcp/SKILL.md",[406,407,409,411,413],{"path":381,"priority":343},{"path":408,"priority":360},"references/elements-and-size.md",{"path":410,"priority":360},"references/lcp-breakdown.md",{"path":412,"priority":360},"references/lcp-snippets.md",{"path":414,"priority":360},"references/optimization-strategies.md",{"basePath":416,"description":417,"displayName":418,"installMethods":419,"rationale":420,"selectedPaths":421,"source":349,"sourceLanguage":18,"type":269},"skills/memory-leak-debugging","Diagnoses and resolves memory leaks in JavaScript/Node.js applications. Use when a user reports high memory usage, OOM errors, or wants to analyze heapsnapshots or run memory leak detection tools like memlab.","memory-leak-debugging",{"claudeCode":12},"SKILL.md frontmatter at skills/memory-leak-debugging/SKILL.md",[422,423,425,427],{"path":381,"priority":343},{"path":424,"priority":360},"references/common-leaks.md",{"path":426,"priority":360},"references/compare_snapshots.js",{"path":428,"priority":360},"references/memlab.md",{"basePath":430,"description":431,"displayName":432,"installMethods":433,"rationale":434,"selectedPaths":435,"source":349,"sourceLanguage":18,"type":269},"skills/troubleshooting","Uses Chrome DevTools MCP and documentation to troubleshoot connection and target issues. Trigger this skill when list_pages, new_page, or navigate_page fail, or when the server initialization fails.","troubleshooting",{"claudeCode":12},"SKILL.md frontmatter at skills/troubleshooting/SKILL.md",[436],{"path":381,"priority":343},{"basePath":279,"description":438,"displayName":268,"installMethods":439,"license":260,"rationale":440,"selectedPaths":441,"source":349,"sourceLanguage":18,"type":489},"MCP server for Chrome DevTools",{"npm":268},"server.json with namespace/server name at server.json",[442,444,446,447,448,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487],{"path":443,"priority":343},"server.json",{"path":445,"priority":343},"package.json",{"path":345,"priority":343},{"path":347,"priority":348},{"path":449,"priority":450},"src/index.ts","low",{"path":452,"priority":450},"src/tools/ToolDefinition.ts",{"path":454,"priority":450},"src/tools/categories.ts",{"path":456,"priority":450},"src/tools/console.ts",{"path":458,"priority":450},"src/tools/emulation.ts",{"path":460,"priority":450},"src/tools/extensions.ts",{"path":462,"priority":450},"src/tools/input.ts",{"path":464,"priority":450},"src/tools/lighthouse.ts",{"path":466,"priority":450},"src/tools/memory.ts",{"path":468,"priority":450},"src/tools/network.ts",{"path":470,"priority":450},"src/tools/pages.ts",{"path":472,"priority":450},"src/tools/performance.ts",{"path":474,"priority":450},"src/tools/screencast.ts",{"path":476,"priority":450},"src/tools/screenshot.ts",{"path":478,"priority":450},"src/tools/script.ts",{"path":480,"priority":450},"src/tools/slim/tools.ts",{"path":482,"priority":450},"src/tools/snapshot.ts",{"path":484,"priority":450},"src/tools/thirdPartyDeveloper.ts",{"path":486,"priority":450},"src/tools/tools.ts",{"path":488,"priority":450},"src/tools/webmcp.ts","mcp",{"sources":491},[492],"manual",{"npmPackage":268},{"closedIssues90d":252,"description":495,"forks":253,"homepage":496,"license":260,"openIssues90d":254,"pushedAt":255,"readmeSize":250,"stars":256,"topics":497},"Chrome DevTools for coding 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